NiallJeffrey / DeepMass
Cosmological map inference with deep learning
☆14Updated 3 years ago
Alternatives and similar repositories for DeepMass:
Users that are interested in DeepMass are comparing it to the libraries listed below
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆17Updated 6 months ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated 2 weeks ago
- Scarlet, all new and shiny☆15Updated this week
- Differentiable strong lens modelling on CPUs and GPUs☆24Updated this week
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆12Updated last year
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆13Updated 11 months ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆17Updated last week
- Simulation-based (likelihood-free) inference customized for astronomical applications☆25Updated 3 months ago
- Robust ML in Astro☆51Updated this week
- RealSim is the statistical observational realism suite described in Bottrell et al 2017ab and made public in Bottrell et al 2019b.☆11Updated 3 years ago
- Configuration Space Covariances for Projected Galaxy 2-Point Statistics☆14Updated 10 months ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆29Updated 2 weeks ago
- A pipeline for versatile strong lens sample simulations☆30Updated 7 months ago
- Semi-automated pipeline for lens modelling based on lenstronomy.☆20Updated last week
- Differentiable Stellar Population Synthesis☆26Updated last week
- A JAX package for weak gravitational lensing☆30Updated 9 months ago
- Accelerated Reionization Era Simulations☆15Updated this week
- ☆17Updated last week
- A photometric redshift monstrosity☆16Updated 6 years ago
- A TensorFlow reimplementation of GalSim☆10Updated 2 years ago
- Library for meta-detection, combining detection and metacalibration☆12Updated 3 months ago
- Beyond-2pt blind data challenge☆16Updated 6 months ago
- Lectures for the 2019 Kavli Summer Program in Astrophysics☆17Updated 4 years ago
- Synthetic galaxy cluster images and catalogs for optical sky surveys☆15Updated last year
- Automatic Isophotal solutions for galaxy images☆28Updated 2 months ago
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆36Updated last year
- Repository for course offered by the Stack Club☆13Updated 2 years ago
- a lightweight Python binding of the CLASS CMB Boltzmann code☆10Updated 7 months ago
- Mock Lenses in Time☆10Updated last year
- A 1% accurate model of the matter power spectrum and cluster counts covariance, accurate to k = 1 h/Mpc.☆11Updated 4 years ago